Plane Answers to Complex Questions : The Theory of Linear Models (Record no. 32819)

000 -LEADER
fixed length control field nam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240219b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781441998156
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Item number CHR
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Christensen, Ronald
245 ## - TITLE STATEMENT
Title Plane Answers to Complex Questions : The Theory of Linear Models
250 ## - EDITION STATEMENT
Edition statement 4th ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Springer,
Place of publication, distribution, etc New York :
Date of publication, distribution, etc 2011
300 ## - PHYSICAL DESCRIPTION
Extent xxi, 494 p. ;
Other physical details ill. ,
Dimensions 24 cm
365 ## - TRADE PRICE
Price amount 84.99
Price type code
Unit of pricing 94.80
490 ## - SERIES STATEMENT
Series statement Springer Texts in Statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc The third edition of Plane Answers includes fundamental changes in how some aspects of the theory are handled. Chapter 1 includes a new section that introduces generalized linear models. Primarily, this provides a defini­ tion so as to allow comments on how aspects of linear model theory extend to generalized linear models. For years I have been unhappy with the concept of estimability. Just because you cannot get a linear unbiased estimate of something does not mean you cannot estimate it. For example, it is obvious how to estimate the ratio of two contrasts in an ANOVA, just estimate each one and take their ratio. The real issue is that if the model matrix X is not of full rank, the parameters are not identifiable. Section 2.1 now introduces the concept of identifiability and treats estimability as a special case of identifiability. This change also resulted in some minor changes in Section 2.2. In the second edition, Appendix F presented an alternative approach to dealing with linear parametric constraints. In this edition I have used the new approach in Section 3.3. I think that both the new approach and the old approach have virtues, so I have left a fair amount of the old approach intact. Chapter 8 contains a new section with a theoretical discussion of models for factorial treatment structures and the introduction of special models for homologous factors.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Quadratic forms
Topical term or geographic name as entry element Mahalanobis distance
Topical term or geographic name as entry element Estimable functions
Topical term or geographic name as entry element Design matrix
Topical term or geographic name as entry element Covariance matrix
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Date acquired Cost, normal purchase price Full call number Barcode Date last seen Koha item type
          DAIICT DAIICT 2024-02-11 8057.05 519.5 CHR 034685 2024-02-19 Books

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